Triple

T11797720
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Barracudas E280541 entity
Predicate owner P347 FINISHED
Object Art Williams
Art Williams is an American businessman best known in sports for owning the CFL’s Birmingham Barracudas and previously building a fortune in the insurance industry.
 E1306120 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Art Williams
Context triple: [Birmingham Barracudas, owner, Art Williams]
  • A. Don Williamson
    Don Williamson was an American businessman and politician who served as the controversial mayor of Flint, Michigan in the 2000s.
  • B. Ed Bullins
    Ed Bullins was an influential American playwright whose politically charged, experimental works made him a central voice in the Black Arts Movement of the 1960s and 1970s.
  • C. Marcus Williams
    Marcus Williams is a fictional character played by actor and martial artist Michael Jai White, best known as the charismatic and tough protagonist in the "Why Did I Get Married?" film series.
  • D. William Henderson
    William Henderson was an early settler and landowner after whom the town of Henderson in Jefferson County, New York, was named.
  • E. Ray Weston
    Ray Weston is a musician best known as a drummer for the British rock band Wishbone Ash.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Art Williams
Triple: [Birmingham Barracudas, owner, Art Williams]
Generated description
Art Williams is an American businessman best known in sports for owning the CFL’s Birmingham Barracudas and previously building a fortune in the insurance industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Art Williams
Target entity description: Art Williams is an American businessman best known in sports for owning the CFL’s Birmingham Barracudas and previously building a fortune in the insurance industry.
  • A. Don Williamson
    Don Williamson was an American businessman and politician who served as the controversial mayor of Flint, Michigan in the 2000s.
  • B. Ed Bullins
    Ed Bullins was an influential American playwright whose politically charged, experimental works made him a central voice in the Black Arts Movement of the 1960s and 1970s.
  • C. Marcus Williams
    Marcus Williams is a fictional character played by actor and martial artist Michael Jai White, best known as the charismatic and tough protagonist in the "Why Did I Get Married?" film series.
  • D. William Henderson
    William Henderson was an early settler and landowner after whom the town of Henderson in Jefferson County, New York, was named.
  • E. Ray Weston
    Ray Weston is a musician best known as a drummer for the British rock band Wishbone Ash.
  • F. None of above. chosen

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c1792a081909cce0eb4cd1d6870 completed May 12, 2026, 7:14 p.m.
NEDg Description generation batch_6a037ca6f5888190b0ed34777aae862f completed May 12, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_6a037d319be48190b01a1b8d1f239078 completed May 12, 2026, 7:19 p.m.
Created at: April 8, 2026, 9:42 p.m.